• DocumentCode
    1092817
  • Title

    Analysis of the back-propagation algorithm with momentum

  • Author

    Phansalkar, V.V. ; Sastry, P.S.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Sci., Bangalore, India
  • Volume
    5
  • Issue
    3
  • fYear
    1994
  • fDate
    5/1/1994 12:00:00 AM
  • Firstpage
    505
  • Lastpage
    506
  • Abstract
    In this letter, the back-propagation algorithm with the momentum term is analyzed. It is shown that all local minima of the sum of least squares error are stable. Other equilibrium points are unstable
  • Keywords
    backpropagation; least squares approximations; neural nets; back-propagation; least squares error; local minima; momentum term; Algorithm design and analysis; Convergence; Equations; Feedforward neural networks; Least squares methods; Logistics; Neural networks; Signal analysis; Stability;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.286925
  • Filename
    286925
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1092817